ArticleJournal for immunotherapy of cancer2022
A signature for pan-cancer prognosis based on neutrophil extracellular traps.
Article in Journal for immunotherapy of cancer, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 158 papers, 2 of them syntheses that pooled it.
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Who cites it
158 citing papers in PubMed, 2 syntheses or guidelines pooled it, 210 citations in OpenAlex.
- Tumour-Associated Neutrophils in Colorectal Cancer: a Systematic Review, Meta-analysis, and Comprehensive Literature Review.Journal of gastrointestinal cancer · 2026Pooled it
- Tumor-associated neutrophils and survival outcomes in colorectal cancer: a systematic review and multilevel meta-analysis.Frontiers in oncology · 2026Pooled it
- Integrative multi-omics analysis identifies VCAN and ESM1 as candidate cell-type-associated biomarkers of NET-related glomerular injury in diabetic kidney disease.Renal failure · 2026Article
- MIIP Inhibits Colorectal Cancer Progression by Modulating Neutrophils Infiltration and Neutrophil Extracellular Trap Formation.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Neutrophils promote endothelial cell activation in pediatric Mycoplasma pneumoniae pneumonia.JCI insight · 2026Article
- P2RY13-Negative Tumor-Associated Macrophages Promote NETosis and Are Associated with Poor Prognosis Across Multiple Cancers.Cancers · 2026Article
- Developing a prognostic signature with cancer-associated fibroblasts for predicting the prognosis and immune landscape of prostate cancer.Scientific reports · 2026Article
- Integrating gene-microbiome interactions and single-cell transcriptomics reveals therapeutic strategies for aortic aneurysm.iScience · 2026Article
- From Gene Expression to Candidate Biomarkers in Ulcerative Colitis: Aquaporin-9 in Neutrophil Extracellular Traps Formation Pathways.Iranian journal of medical sciences · 2026Article
- Significance of tumor infiltrating granulocytes and neutrophil extracellular traps in colorectal cancer.British journal of cancer · 2026Article
- Machine learning identifies a NETs-related four-gene diagnostic signature for abdominal aortic aneurysm.Medicine · 2026Article
- Integrative single-cell and spatial multi-Omics analyses identify NETs-driven colon cancer subtypes with distinct metabolic features and prognostic implications.Journal of translational medicine · 2026Article
- Integrated multi-omics analysis of neutrophil extracellular trap-related genes in renal cell carcinoma using bioinformatics and machine learning.Discover oncology · 2026Article
- Integration of bioinformatics analysis and experimental verification reveals the role of neutrophil extracellular traps in silica nanoparticles-induced lung injury.Journal of nanobiotechnology · 2026Article
- Copper-rhein nanozymes induce bacterial activation-exhaustion death for the treatment of bacterial pneumonia and infected wounds.Journal of nanobiotechnology · 2026Article
- Mucosal Inflammation Shapes Human Neutrophil States in Tissue and Circulation.bioRxiv : the preprint server for biology · 2026Article
- Article
- Identification and validation of NETs-associated biomarkers in osteoporosis with diabetes.Scientific reports · 2026Article
- Single‑cell mapping of neutrophil extracellular trap signatures in lung adenocarcinoma reveals immune landscapes, prognostic potential, and therapeutic targets.Translational oncology · 2026Article
- Spatiotemporal dynamics of tumor-associated neutrophils: bridging the gap between cancer progression and immunotherapy.Molecular cancer · 2026Review
98 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
10 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundNeutrophil extracellular traps (NETs) were originally thought to be formed by neutrophils to trap invading microorganisms as a defense mechanism. Increasing studies have shown that NETs play a pivotal role in tumor progression and diffusion. In this case, transcriptome analysis provides an opportunity to unearth the association between NETs and clinical outcomes of patients with pan-cancer.
methodsThe transcriptome sequencing data of The Cancer Genome Atlas pan-cancer primary focus was obtained from UCSC Xena, and a 19-gene NETs score was then constructed using the Least Absolute Shrinkage and Selection Operator (LASSO) Cox regression model based on the expression levels of 69 NETs initial biomarkers we collected from multistudies. In addition, multiple datasets covering multiple cancer types from other databases were collected and used to validate the signature. Gene ontology enrichment analyses were used to annotate the functions of NETs-related pathways. Immunohistochemistry (IHC) was implemented to evaluate the role of NETs-related genes in clinical patients across types of tumors, including lung adenocarcinoma (n=58), colorectal carcinoma (n=93), kidney renal clear cell carcinoma (n=90), and triple-negative breast cancer (n=80).
resultsThe NETs score was calculated based on 19-NETs related genes according to the LASSO Cox model. The NETs score was considered a hazardous factor in most cancer types, with a higher score indicating a more adverse outcome. In addition, we found that NETs were significantly correlated to various malignant biological processes, such as the epithelial to mesenchymal transition (R=0.7444, p<0.0001), angiogenesis (R=0.5369, p<0.0001), and tumor cell proliferation (R=0.3835, p<0.0001). Furthermore, in IHC cohorts of a variety of tumors, myeloperoxidase, a gene involved in the model and a classical delegate of NETs formation, was associated with poor clinical outcomes.
conclusionsCollectively, these constitutive and complementary biomarkers represented the ability of NETs formation to predict the development of patients' progression. Integrative transcriptome analyses plus clinical sample validation may facilitate the biomarker discovery and clinical transformation.
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